I’m Aba Onumah, a Computer Science student at the University of Texas at Dallas with a passion for artificial intelligence, cybersecurity, and robotics. Some of my recent work involve being a Research Lead for ACM where I guide a team in optimizing control systems for soft-bodied robots using genetic algorithms and reinforcement learning. My some of my technical skills include C++, Python, PyTorch, and TensorFlow, and I've worked on projects like drone computer vision for search and rescue operations and business expense forecasting with neural networks. I'm eager to connect with professionals in AI, cyber, and robotics to share ideas and explore new opportunities!
Rekob Global, Inc.
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Full Stack DeveloperRekob Global, Inc.Richardson, Tx, Us -
Research Lead - SoftevoAssociation Of Computing Machinery, University Of Texas At Dallas Jul 2024 - PresentDirecting a team of four in exploring genetic evolutionary algorithms with various reinforcement learning models (PPO, DQN, TRPO, etc.) to improve adaptability of control systems for soft robots with Pytorch and Numpy.Overseeing the design and simulation of 50 different soft robot prototypes, ensuring precision in physical modeling using SolidWorks and SOFA Physics engine.Guiding the team to publish research in November, focusing on practical applications of adaptive control systems.
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Researcher- AerovistaAssociation Of Computing Machinery, University Of Texas At Dallas Jan 2024 - May 2024Compared RTMDet and R-CNN object detection algorithms along with 5 others in a research paper (bit.ly/aer0vista).Pretrained models on 2K-image SARD_YOLO dataset, reaching mask mAP50 0.777 for RTMDet; 0.493 for Mask R-CNN.Diversified dataset by capturing 100+ images of people in terrestrial environments using DJI Tello drones.Awarded People’s Choice at the Association for Computing Machinery Spring ’24 Research Symposium.
Aba Onumah Education Details
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University Of Texas At DallasComputer Science
Frequently Asked Questions about Aba Onumah
What company does Aba Onumah work for?
Aba Onumah works for Rekob Global, Inc.
What is Aba Onumah's role at the current company?
Aba Onumah's current role is Full Stack Developer.
What schools did Aba Onumah attend?
Aba Onumah attended The University Of Texas At Dallas, University Of Texas At Dallas.
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Aba Onumah-Sellu
Lansdowne, Pa -
Aba Mensah-Onumah
Sekondi-Takoradi
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